Hair appearing at origin point of mesh
I had the same problem, and somehow fixed it by checking "Use Modifier Stack" under the "Emissions" tab in the particles menu. 

Alternatively, this was also solved when I went to the object modifiers menu and moved my particle system above my subsurf modifier.

(I know this is an old question but I came across it when I googled the same problem, so hopefully this helps someone else!)